I think eating is a separate matter. Plus, eating (particularly slightly more solid food) takes longer to absorb, so if you eat after you are hungry you are just extending that hunger longer.

That said - I've done many long (8-12hr cycling only or triathlon) events on liquids alone (I prefer infinit.us).